Fix typo in notebook filename and update index

- Corrected the filename from `structured_generation_vision_languag_models.ipynb` to `structured_generation_vision_language_models.ipynb`
- Updated the index.md to reflect the corrected notebook title and link
- Updated the _toctree.yml to use the corrected notebook filename

Author: davidberenstein1957

notebooks/en/_toctree.yml

@@ -108,7 +108,7 @@
           title: Smol Multimodal RAG, Building with ColSmolVLM and SmolVLM on Colab's Free-Tier GPU
         - local: fine_tuning_vlm_dpo_smolvlm_instruct
           title: Fine-tuning SmolVLM using direct preference optimization (DPO) with TRL on a consumer GPU
-        - local: structured_generation_vision_languag_models
+        - local: structured_generation_vision_language_models
           title: Structured Generation from Documents Using Vision Language Models
 
     - title: Search Recipes

notebooks/en/index.md

@@ -7,12 +7,11 @@ applications and solving various machine learning tasks using open-source tools
 
 Check out the recently added notebooks:
 
+- [Structured Generation from Images or Documents Using Vision Language Models](structured_generation_vision_language_models)
 - [Multi-Agent Order Management System with MongoDB](mongodb_smolagents_multi_micro_agents)
 - [Scaling Test-Time Compute for Longer Thinking in LLMs](search_and_learn)
 - [Signature-Aware Model Serving from MLflow with Ray Serve](mlflow_ray_serve)
 - [Fine-tuning SmolVLM using direct preference optimization (DPO) with TRL on a consumer GPU](fine_tuning_vlm_dpo_smolvlm_instruct)
-- [Smol Multimodal RAG: Building with ColSmolVLM and SmolVLM on Colab's Free-Tier GPU](multimodal_rag_using_document_retrieval_and_smol_vlm)
-
 
 You can also check out the notebooks in the cookbook's [GitHub repo](https://github.com/huggingface/cookbook).
 

notebooks/en/structured_generation_vision_languag_models.ipynb renamed to notebooks/en/structured_generation_vision_language_models.ipynb

@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Structured Generation from Documents Using Vision Language Models\n",
+    "# Structured Generation from Images or Documents Using Vision Language Models\n",
     "\n",
     "We will be using the SmolVLM-Instruct model from HuggingFaceTB to extract structured information from documents We will run the VLM using the HuggingFace Transformers library and the [Outlines library](https://github.com/dottxt-ai/outlines), which facilitates structured generation based on limiting token sampling probabilities. \n",
     "\n",
@@ -132,7 +132,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -188,13 +188,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/davidberenstein/Documents/programming/huggingface/cookbook/.venv/lib/python3.11/site-packages/dill/_dill.py:414: PicklingWarning: Cannot locate reference to <class '__main__.ImageData'>.\n",
+      "  StockPickler.save(self, obj, save_persistent_id)\n",
+      "/Users/davidberenstein/Documents/programming/huggingface/cookbook/.venv/lib/python3.11/site-packages/dill/_dill.py:414: PicklingWarning: Cannot pickle <class '__main__.ImageData'>: __main__.ImageData has recursive self-references that trigger a RecursionError.\n",
+      "  StockPickler.save(self, obj, save_persistent_id)\n"
+     ]
+    },
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "1caa96c32bc7416ea43c192c0cd88c20",
+       "model_id": "e1d431b922334b0297195415a11cf68a",
        "version_major": 2,
        "version_minor": 0
       },
@@ -214,7 +224,7 @@
        "})"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 20,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -252,13 +262,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "843b9c88cab54402812f1b936a2dc6e0",
+       "model_id": "ab88b1b3bb1441498788bdc2c2b4cf30",
        "version_major": 2,
        "version_minor": 0
       },
@@ -272,7 +282,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "57e5dea4ae504866b2d93863bcfa4408",
+       "model_id": "e5e359d02ede43959e92a9e5626f9ffd",
        "version_major": 2,
        "version_minor": 0
       },
@@ -286,7 +296,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "b811febb7c044100bb74bf67016f0d0d",
+       "model_id": "9f7f07dad09f47c5a8dfdeba403845f6",
        "version_major": 2,
        "version_minor": 0
       },
@@ -300,7 +310,7 @@
     {
      "data": {
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-       "model_id": "1fa44296ea00459b8cbb22e56739117c",
+       "model_id": "e47600c765b64b55aa6f93e9cf5d077e",
        "version_major": 2,
        "version_minor": 0
       },
@@ -314,10 +324,10 @@
     {
      "data": {
       "text/plain": [
-       "CommitInfo(commit_url='https://huggingface.co/datasets/davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset/commit/f72002df2d9aef403afeaf6e27f4407ddd82c89c', commit_message='Upload dataset', commit_description='', oid='f72002df2d9aef403afeaf6e27f4407ddd82c89c', pr_url=None, repo_url=RepoUrl('https://huggingface.co/datasets/davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset', endpoint='https://huggingface.co', repo_type='dataset', repo_id='davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset'), pr_revision=None, pr_num=None)"
+       "CommitInfo(commit_url='https://huggingface.co/datasets/davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset/commit/373d6a25e8301077773fc6a37899b1598cf6f8cd', commit_message='Upload dataset', commit_description='', oid='373d6a25e8301077773fc6a37899b1598cf6f8cd', pr_url=None, repo_url=RepoUrl('https://huggingface.co/datasets/davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset', endpoint='https://huggingface.co', repo_type='dataset', repo_id='davidberenstein1957/structured-generation-information-extraction-vlms-openbmb-RLAIF-V-Dataset'), pr_revision=None, pr_num=None)"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }